GSU26SE55
Official@GSU26SE55
GSU26SE55 provides scaffolding skills for .NET microservices, React frontends, and PyTorch battery-health prediction modules with CQRS and event-driven patterns.
Agent Skills by GSU26SE55
Showing 25 vetted skills indexed across 2 GitHub repositories.
GSU26SE55design-taste-frontend
Generates non-templated frontend designs for landing pages, portfolios, and redesigns using brief inference and design dials.
GSU26SE55react-doctor
Scans React codebases for security, performance, and architecture issues with a health score.
GSU26SE55scaffold-consumer
Generates MassTransit IConsumer classes for handling RabbitMQ integration events in .NET microservices.
GSU26SE55scaffold-cqrs-query
Generates CQRS query and handler classes for paginated list and get-by-id endpoints in .NET.
GSU26SE55run-migration
Generates and applies EF Core migrations for .NET microservices.
GSU26SE55scaffold-controller
Generates ASP.NET Core REST API controllers with CRUD endpoints, authorization, and MediatR integration.
GSU26SE55scaffold-integration-event
Generates C# IntegrationEvent record classes for RabbitMQ and MassTransit async messaging.
GSU26SE55scaffold-unit-tests
Generates xUnit test classes for CQRS command and query handlers in .NET services.
GSU26SE55scaffold-dto
Generates C# DTO classes and response wrappers with Guid-to-string conversion for ASP.NET Core services.
GSU26SE55scaffold-cqrs-command
Generates CQRS command and handler classes with MediatR, UnitOfWork, and transaction handling.
GSU26SE55scaffold-entity
Generates a new domain entity with enum, DbSet, UnitOfWork wiring, and EF Core migration.
GSU26SE55scaffold-crud
Generates complete CRUD feature files for .NET microservices using CQRS and Entity Framework.
GSU26SE55scaffold-model
Generates PyTorch CNN-LSTM or Isolation Forest model classes with versioned save and load methods.
GSU26SE55scaffold-ai-module
Bootstraps a complete Python AI module with FastAPI, PyTorch models, training scripts, and tests.
GSU26SE55scaffold-training
Generates PyTorch or Isolation Forest training scripts with fixed hyperparameters and versioned model artifacts.
GSU26SE55scaffold-preprocessing
Generates a Python preprocessing pipeline for NASA battery SOH prediction with sliding windows and MinMax scaling.
GSU26SE55entity
Creates C# domain entities, enums, DbSets, and UnitOfWork registrations for backend microservices.
GSU26SE55controller
Creates ASP.NET Core REST API controllers that route requests through MediatR.
GSU26SE55cqrs-command
Implements CQRS commands and handlers for state-mutating operations in .NET microservices.
GSU26SE55consumer
Implements MassTransit consumers and integration events for RabbitMQ messaging in .NET microservices.
GSU26SE55migration
Creates and applies EF Core database migrations for .NET microservices with rollback testing.
GSU26SE55cqrs-query
Implements CQRS Query and QueryHandler classes for paginated and single-entity reads in .NET microservices.
GSU26SE55feature
Scaffolds React frontend feature modules with standardized folder structure, naming conventions, and code patterns.
GSU26SE55hook
Creates TanStack Query hooks for React data fetching, mutations, and cache management.
Frequently Asked Questions About GSU26SE55
FAQPage SchemaWhat tasks can I accomplish using GSU26SE55's skills?▼
You can scaffold full CRUD vertical slices (entities, DTOs, CQRS commands/queries, controllers, EF Core migrations), create RabbitMQ MassTransit consumers and integration events, build React feature modules with TanStack Query hooks, and bootstrap a PyTorch battery SOH prediction module with FastAPI endpoints.
Who are these skills designed for?▼
Backend engineers building ASP.NET Core microservices (UserService, BatteryService, TicketService, NotificationService), React frontend developers creating feature modules and data-fetching hooks, and ML engineers implementing battery State-of-Health prediction with LSTM and Isolation Forest models.
How do the scaffolding skills work in practice?▼
Each skill accepts arguments like [ServiceName EntityName Action] and uses Write, Read, Edit, and Bash permissions to generate files. For example, scaffold-crud creates all entity files at once, while run-migration generates and applies the EF Core migration for a given microservice.
What architectural patterns do the backend skills enforce?▼
They enforce CQRS with MediatR, controllers containing no business logic (only _mediator.Send() routing), IValidatable validation, IUnitOfWork transaction handling, AuditableEntity base classes, pagination via PaginationResponse, and event-driven integration through MassTransit and RabbitMQ.
What are the prerequisites for the AI module skills?▼
The AI module targets PyTorch with a CNN-LSTM SOHPredictor and Isolation Forest, using NASA battery datasets with 30-timestep sliding windows, MinMaxScaler fitted on training data, train/val/test splits by battery ID, seed=42, and FastAPI for serving inference with models loaded once at startup.